So, we built our own application to query our site's data on Google Analytics. You learned about the basic setup of a Shiny application and saw a lot of the widgets. It will be important to remember this basic structure because we are going to cover a lot of different territories in this chapter, and as a consequence, we won't have a single application at the end, as we did in the previous chapter, but lots of bits and pieces that you can use to start building your own content from.

Building one application with all of these different concepts would create several pages of code, and it would be difficult to understand which part does what. As you go through the chapter, you might want to rebuild the Google Analytics application or another of your own if you have one, using each of the concepts. If you do this, you will have a beautifully styled and interactive application by the end that you really understand. Otherwise, you might like to...